Data Mining and Data Warehousing
About the Book:
The book 'Data Mining and Data Warehousing' is based on the latest syllabus prescribed by U.P. Technical University, Lucknow and other universities. This book covers all the details required for the students and extremely well organized and lucidly written with an approach to explain the concepts in communicable language.
The salient features of this book are:
- It is useful for the beginners of Data Mining and Data Warehousing
- It focuses on conceptual clarity
- Precise and clear exposition of the text
- Assignments and exercises at the end of chapters allow the student to test understanding of the material.
- The inner strength of this book like in threadbare discussion of several question selected from various examination papers.
- It also covers the question papers of previous year.
- This book will be a boon to students and will help them to face examination in confident manner.
About the Author:
Sumit Prakash Tayal : Sumit Prakash Tayal is an experienced Solutions Developer. Currently, he is working at INCAT, Tata Technologies Ltd. USA, where he is creatively involved with the development of Software for Engineering and Design Group from a span of more than three years. He has already written books on Software Engineering and Computer Networking. He is also associated in writing books on some other topics. He has presented number of papers in National and International Technical Festivals and others have been published in Journals, Souvenirs etc. of repute. He has done his Bachelor of Technology (B.Tech) degree in Electronics and Communication Engineering and is Microsoft Certified Application Developer (MCAD).
Bharat Bhushan Agarwal : Bharat Bhushan Agarwal is an eminent young Senior Lecturer and Proctor in the Department of Computer Engineering at C.E.T. (College of Engineering Technology); I.F.T.M. Moradabad. He has been teaching various subjects of computer science for more than half a decade. He is known for his skills at bringing advanced computer topics down to the novice's level. His research interest included Data Mining, Computer Network, Computer Organization and Software Engineering. He has already written books on Software Engineering and Computer Networking for undergraduate and postgraduate students. He has made a number of impressions in National and International Technical Papers Presentations, publications in Souvenirs and National and International journals etc. He is also involved in writing books on some other topics. Currently, he is a member of COMPUTER SOCIETY OF INDIA (CSI). He has received his B.Tech. Degree in Computer Science and Information Technology with Honours and presently he is pursuing M.Tech in Computer Science.
Chapter 1 : Introduction to Data Mining
Chapter 2 : Data Pre-processing
Chapter 3 : Application and Future Scope of Data Mining
Chapter 4 : The Knowledge Discovery Process
Chapter 5 : Data Mining Techniques
Chapter 6 : Concept Description
Chapter 7 : Association Rule Mining in Large Databases
Chapter 8 : Classification and Prediction
Chapter 9 : Cluster Analysis
Chapter 10 : Data Warehouse
Chapter 11 : Multidimensional Data Model
Chapter 12 : Data Warehouse Architecture
Chapter 13 : Components of Data Warehouse
Chapter 14 : On-Line Analytical Processing
Chapter 15 : Decision Support System
Chapter 16 : Aggregation
Chapter 17 : Backup and Recovery of Data
Chapter 18 : Performance Tuning and Testing of Data Warehouse